Classification of multitemporal SAR images using convolutional neural networks and Markov random fields.
Carolyne DanillaClaudio PerselloValentyn A. TolpekinJohn Ray BergadoPublished in: IGARSS (2017)
Keyphrases
- markov random field
- sar images
- synthetic aperture radar
- convolutional neural networks
- parameter estimation
- higher order
- random fields
- image segmentation
- graph cuts
- discriminative random fields
- mrf model
- energy function
- pairwise
- feature extraction
- machine learning
- image restoration
- maximum a posteriori
- wavelet domain
- map estimation
- change detection
- oil spill
- model selection
- feature vectors
- textured images